Ricardo Hurtubia
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Ricardo Hurtubia.
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- Papers in international journals (6)
- Books (1)
- Book chapters (4)
- Papers in conference proceedings (12)
- Technical reports (5)
- Seminar (23)
- Awards and distinctions (1)
- Reviewing (6)
- Research projects (2)
- Regular teaching (3)
- Project supervision (16)
International journals
Published
Total: 6
- Hurtubia, R., Martinez, F., and Bierlaire, M. (2019). A quasi-equilibrium approach for market clearing in land use microsimulations, Environment and Planning B 46(3):445–468. doi:10.1177/2399808317719071
- Hurtubia, R., Nguyen, M., Glerum, A., and Bierlaire, M. (2014). Integrating psychometric indicators in latent class choice models, Transportation Research Part A: Policy and Practice 64:135-146. doi:10.1016/j.tra.2014.03.010
- Hurtubia, R., and Bierlaire, M. (2014). Estimation of bid functions for location choice and price modeling with a latent variable approach, Networks and Spatial Economics 14(1):47-65. doi:10.1007/s11067-013-9200-z
- Farooq, B., Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2013). Simulation based population synthesis, Transportation Research Part B: Methodological 58:243-263. doi:10.1016/j.trb.2013.09.012
- Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2010). An analysis of the implicit choice set generation using the Constrained Multinomial Logit model, Transportation Research Record 2175:92-97. doi:10.3141/2175-11
- Martinez, F., Aguila, F., and Hurtubia, R. (2009). The Constrained Multinomial Logit Model: A Semi-Compensatory Choice Model, Transportation Research Part B: Methodological 43(3):365-377. doi:10.1016/j.trb.2008.06.006 (Ranked third in the TOP 25 hottest articles of Transportation Research Part B for January-March 2009)
Books
- Bierlaire, M., de Palma, A., Hurtubia, R., and Waddell, P. (Eds) (2015). Integrated Transport and Land Use Modeling for Sustainable Cities. EPFL Press.
Book chapters
- de Palma, A., Bierlaire, M., Hurtubia, R., and Waddell, P. (2015). Future challenges in transport and land use modeling. In Bierlaire, de Palma, Hurtubia and Waddell (ed) <em>Integrated Transport and Land Use Modeling for Sustainable Cities</em> (ISBN: 978-2-940222-72-8) pp.513-530. EPFL Press.
- Farooq, B., Hurtubia, R., and Bierlaire, M. (2015). Simulation based generation of a synthetic population for Brussels. In Bierlaire, de Palma, Hurtubia and Waddell (ed) <em>Integrated Transport and Land Use Modeling for Sustainable Cities</em> (ISBN: 978-2-940222-72-8) pp.95-112. .
- Hurtubia, R., and Bierlaire, M. (2015). Microsimulation for land use modeling: implementation challenges. In Bierlaire, de Palma, Hurtubia and Waddell (ed) <em>Integrated Transport and Land Use Modeling for Sustainable Cities</em> (ISBN: 978-2-940222-72-8) pp.41-54. EPFL Press.
- Waddell, P., de Palma, A., Bierlaire, M., and Hurtubia, R. (2015). SustainCity: Overview and introduction. In Bierlaire, de Palma, Hurtubia and Waddell (ed) <em>Integrated Transport and Land Use Modeling for Sustainable Cities</em> (ISBN: 978-2-940222-72-8) pp.1-14. EPFL Press.
Papers in conference proceedings
- Efthymiou, D., Hurtubia, R., Bierlaire, M., and Antoniou, C. (2013). The Integrated Land Use and Transport Model of Brussels. Proceedings of the Swiss Transport Research Conference (STRC) April 24-26, 2013.
- Hurtubia, R., Bierlaire, M., and Martinez, F. (2012). Dynamic microsimulation of location choices with a quasi-equilibrium auction approach. Proceedings of the 12th Swiss Transport Research Conference (STRC) May 2-4, 2012.
- Hurtubia, R., Martinez, F., and Bierlaire, M. (2011). Bid auction model for simultaneous determination of location and rent in land use microsimulation models. Proceedings of the XV Congreso Chileno de Ingeniería de Transporte October 3 - 6, 2011.
- Hurtubia, R., and Bierlaire, M. (2011). Bid rent model for simultaneous determination of location and rent in land use microsimulations. Proceedings of the Swiss Transport Research Conference May 11-13, 2011.
- Hurtubia, R., Flötteröd, G., and Bierlaire, M. (2010). Estimation techniques for MEV models with sampling of alternatives. Proceedings of the European Transport Conference October 11 - 13, 2010.
- Hurtubia, R., Martinez, F., Flötteröd, G., and Bierlaire, M. (2010). Comparative analysis of hedonic rents and maximum bids in a land-use simulation context. Proceedings of the 10th Swiss Transport Research Conference September 1 - 3, 2010, 2010.
- Atasoy, B., Glerum, A., Hurtubia, R., and Bierlaire, M. (2010). Demand for public transport services: Integrating qualitative and quantitative methods. Proceedings of the 10th Swiss Transport Research Conference (STRC) September 1 - 3, 2010, 2010.
- Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2010). An analysis of the implicit choice set generation using the Constrained Multinomial Logit model. Proceedings of the Transportation Research Board 2010 Annual Meeting (TRB 2010) January 10-14, 2010.
- Hurtubia, R., Atasoy, B., Glerum, A., Curchod, A., and Bierlaire, M. (2010). Considering latent attitudes in mode choice: The case of Switzerland. Proceedings of the World Conference on Transport Research (WCTR 2010) July 11-15, 2010.
- Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2009). An experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit Model. Proceedings of the 4th Kuhmo-Nectar Conference July 2 - 3, 2009.
- Hurtubia, R., Flötteröd, G., and Bierlaire, M. (2009). Inferring the activities of smartphone users from context measurements using Bayesian inference and random utility models. Proceedings of the European Transport Conference (ETC) October 5 - 7, 2009.
- Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2009). A comparative analysis of implicit and explicit methods to model choice set generation. Proceedings of the 9th Swiss Transport Research Conference (STRC) September 9 - 11, 2009.
Technical reports
- Hurtubia, R., Nguyen, M., Glerum, A., and Bierlaire, M. (2013). Integrating psychometric indicators in latent class choice models. Technical report TRANSP-OR 130423. Transport and Mobility Laboratory, ENAC, EPFL.
- Hurtubia, R., and Bierlaire, M. (2012). Estimation of bid functions for location choice and price modeling with a latent variable approach. Technical report TRANSP-OR 120206. Transport and Mobility Laboratory, ENAC, EPFL.
- Hurtubia, R., Gallay, O., and Bierlaire, M. (2010). Attributes of Households, Locations and Real-Estate Markets for Land Use Modeling (SustainCity deliverable). Technical report TRANSP-OR 100419. Transport and Mobility Laboratory, ENAC, EPFL.
- Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2009). An experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit model. Technical report TRANSP-OR 090518. Transport and Mobility Laboratory, ENAC, EPFL.
- Patterson, Z., and Hurtubia, R. (2008). A Prototype Integrated Transportation Land-use Model for the Lausanne Region. Technical report . Transport and Mobility Laboratory, ENAC, EPFL.
Seminars
- Hurtubia, R., Martinez, F., and Bierlaire, M., Bid-auction framework for microsimulation of location choice with endogenous real estate prices. 1st European Symposium on Quantitative Methods in Transportation Systems, EPFL, September 06, 2012, Lausanne, Switzerland
- Hurtubia, R., SustainCity: Land use models for sustainable cities in Europe. Simmobility long term model workshop, MIT (SMART), July 13, 2012, Singapore
- Hurtubia, R., and Bierlaire, M., Dynamic microsimulation of location choices with a quasi-equilibrium auction approach. 12th Swiss Transport Research Conference, May 03, 2012, Ascona, Switzerland
- Hurtubia, R., Martinez, F., and Bierlaire, M., Bid-auction framework for microsimulation of location choice with endogenous real estate prices. 2nd Workshop on Urban Dynamics - URBANICS II, March 28, 2012, Termas de Chillán, Chile
- Hurtubia, R., Martinez, F., and Bierlaire, M., Bid-auction framework for microsimulation of location choice with endogenous real estate prices. XV Congreso Chileno de Ingeniería de Transporte, October 06, 2011, Santiago, Chile
- Hurtubia, R., Martinez, F., and Bierlaire, M., Modeling residential location choice and real estate prices with a bid-auction approach. 51st European Congress of the Regional Science Association International (ERSA), August 31, 2011,
- Hurtubia, R., Martinez, F., and Bierlaire, M., Modeling residential location choice and real estate prices with a bid-auction approach. Seventh Workshop on Discrete Choice Models, August 25, 2011,
- Hurtubia, R., and Bierlaire, M., Bid rent model for simultaneous determination of location and rent in land use microsimulations. Swiss Transport Research Conference, May 12, 2011, Ascona, Switzerland
- Hurtubia, R., Flötteröd, G., and Bierlaire, M., Técnicas para la estimación de modelos MEV con muestreo de alternativas. Modelos avanzados de demanda, Universidad de Chile, October 20, 2010, Santiago, Chile
- Hurtubia, R., Flötteröd, G., and Bierlaire, M., Estimation techniques for MEV models with sampling of alternatives. European Transport Conference, October 11, 2010, Glasgow, Scotland
- Hurtubia, R., Martinez, F., Flötteröd, G., and Bierlaire, M., Comparative analysis of hedonic rents and maximum bids in a land-use simulation context. Swiss Transport Research Conference, October 03, 2010, Ascona, Switzerland
- Hurtubia, R., Flötteröd, G., and Bierlaire, M., Bootstrapping approach for sampling of alternatives in MEV models. Sixth Workshop on Discrete Choice Models, Ecole Polytechnique Fédérale de Lausanne, August 20, 2010, Lausanne, Switzerland
- Hurtubia, R., SustainCity: Development of an integrated UrbanSim-MATsim model of Brussels . Integrated Modeling and Simulation Workshop (iTEAM), Instituto Superior Técnico - IST, July 16, 2010, Lisbon, Portugal
- Hurtubia, R., Atasoy, B., Glerum, A., Curchod, A., and Bierlaire, M., Considering latent attitudes in mode choice: The case of Switzerland. World Conference on Transport Research, July 13, 2010, Lisbon, Portugal
- Lavadinho, S., and Hurtubia, R., Evaluating the potential for intercity travel combining public transport and active modes. 1st Workshop on Urban Dynamics - URBANICS, February 25, 2010, Marbella, Chile
- Hurtubia, R., Flötteröd, G., and Bierlaire, M., Inferring activity choice from context measurements using Bayesian inference and random utility models. 1st Workshop on Urban Dynamics - URBANICS, February 25, 2010, Marbella, Chile
- Hurtubia, R., Bierlaire, M., and Flötteröd, G., Inferring the activities of smartphone users from context measurements using Bayesian inference and random utility models. European Transport Conference, October 05, 2009, Leeuwenhorst, The Netherlands
- Bierlaire, M., Hurtubia, R., and Flötteröd, G., A comparative analysis of implicit and explicit methods to model choice set generation. 9th Swiss Transport Research Conference, September 09, 2009, Ascona, Switzerland
- Hurtubia, R., Bierlaire, M., and Flötteröd, G., Inferring activities from context measurements using Bayesian inference and random utility models. Workshop on discrete choice models, Ecole Polytechnique Fédérale de Lausanne, August 28, 2009, Lausanne, Switzerland
- Bierlaire, M., Hurtubia, R., and Flötteröd, G., Experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit. 4th Kuhmo-Nectar Conference, Denmark Technical University, June 02, 2009, Copenhagen, Denmark
- Patterson, Z., Bierlaire, M., and Hurtubia, R., Development of prototype UrbanSim models. 8th Swiss Transport Research Conference, October 16, 2008, Monte Veritá, Ascona
- Patterson, Z., Bierlaire, M., and Hurtubia, R., Development of prototype UrbanSim models. European Transport Conference 2008, October 06, 2008, The Netherlands
- Martinez, F., Aguila, F., and Hurtubia, R., The Constrained Multinomial Logit: A semi–compensatory choice model. Workshop on discrete choice models, August 28, 2008,
Awards
- Ricardo Hurtubia : Ranked 3rd in the TOP 25 hottest articles of Transportation Research Part B for January-March 2009, March 31, 2009. Institution: Transportation Research Part B. Description: Martinez, F., Aguila, F., and Hurtubia, R. (2009). The Constrained Multinomial Logit Model: A Semi-Compensatory Choice Model, Transportation Research Part B: Methodological 43(3):365-377. doi:10.1016/j.trb.2008.06.006
Reviewing
Total: 6 reviews for 4 journals (since 2004). Per year: 2011: 3, 2010: 1, 2009: 2.
Research projects
- NRP 65: Sustainable Urban Patterns (SUPat)
- Sponsor: Swiss National Science Foundation
- Team: Michel Bierlaire (PI), Bilal Farooq (PM), Ricardo Hurtubia (PM), Dimitrios Efthymiou
- Period: October 01, 2010-September 30, 2013
- This project aims at developing methodologies for the integration of qualitative an quantitative tools for land use planning and urban project-evaluation . The methodology will allow the interaction between urban design experts and land use modelers, developing techniques to use the description of urban projects and policies as inputs for land use models like UrbanSim and transport models like MATSim. The modeling effort output is used as input for the experts, generating an iterative feedback.
- SustainCity: Micro-simulation for the prospective of sustainable cities in Europe
- Sponsor: European Commission
- Team: Michel Bierlaire (PI), Ricardo Hurtubia (PM), Bilal Farooq (PM), Dimitrios Efthymiou
- Period: January 01, 2010-December 31, 2012
- The goal of this project is to address the modelling and computational issues of integrating modern mobility simulations with the latest micro-simulation land use models. The project intends to advance the state-of-the-art in the field of the micro-simulation of prospective integrated models of Land-Use and Transport (LUTI). On the modelling side, the main challenges are to integrate a demographic evolution module, to add an environmental module, to improve the overall consistency and, last but not least, to deal with the multi-scale aspects of the problem: several time horizons and spatial resolutions are involved.
Regular teaching
- Introduction à l'optimisation différentiable
- Year: Fall 2010
- Section(s): Mechanical Engineering, Electrical and Electronics Engineering, Chemistry and Chemical Engineering, Computer science
- Lecturer: Michaël Thémans
- Teaching assistant: Bilge Atasoy, Ricardo Hurtubia
- Number of students: 107
- Modélisation des systèmes Énergie et Transports
- Year: Fall 2009
- Section(s): Civil Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Javier Cruz, Ricardo Hurtubia
- Webpage: http://moodle.epfl.ch/course/view.php?id=1251
- Number of students: 58
- Modélisation des systèmes Énergie et Transports
- Year: Fall 2008
- Section(s): Civil Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Javier Cruz, Ricardo Hurtubia
- Webpage: http://moodle.epfl.ch/course/view.php?id=1251
- Number of students: 48
Project supervision
Masters theses
- My Hang Nguyen
- Section: Civil Engineering
- Mode choice models for the city of Nice using psychometric indicators and latent variables
- Supervision:Michel Bierlaire, Ricardo Hurtubia, Aurélie Glerum
- Expert: Valérie Attas, Veolia
- 20/02/2012-30/07/2012
- Aurélien Odobert
- Section: Civil Engineering
- The urban development effects of a metro line extension : western arm of the Orange Line from Montreal to Laval
- Supervision:Michel Bierlaire, Ricardo Hurtubia
- Expert: Prof. Zachary Patterson
- 21/02/2011-24/06/2011
- Done at Concordia University, Montréal, Canada
- Laetitia Bettex
- Section: Civil Engineering
- Analyse des relations entre la forme urbaine, l'accessibilité aux transports en commun et la mobilité quotidienne des habitants de la ville de Québec, Canada
- Supervision:Michel Bierlaire, Ricardo Hurtubia
- Expert: Luis Miranda-Moreno, McGill University, Canada
- 22/02/2010-23/07/2010
- Done at McGill University, Montréal, Canada
- Willem Himpe
- Combining heterogeneous sensor information for the activity tracking of smart phone users
- Supervision:Michel Bierlaire, Gunnar Flötteröd, Ricardo Hurtubia
- Expert: Prof. Ben Immers, Dr. Chris Tampere
- 15/09/2009-14/06/2010
- Erasmus student from KU Leuven
Semester projects
- Generation and Simulation of MATSim plans for Brussels, Sona Hunanyan (SMA), July 30, 2012
- Mode choice model for the city of Nice, My Hang Nguyen (SGC), January 17, 2012
- Mobility identification from smartphone GPS data, Denis Garcia (SMA), January 11, 2012
- Prototype MATSim model for Brussels, Sohrab Sahaleh (SGC), January 20, 2011
- Quantitative analysis of urban sustainability indicators, Timothée Vincent (SGC), January 20, 2011
- Estimation and simulation of bid-auction and choice location models, Thibaut Dubernet (SGC), January 20, 2011
- The urban development effects of the construction of a metro line, Aurélien Odobert (SGC), January 20, 2011
- Destination choice models for a free bicycle system, Zehra Onen (SMA), June 30, 2010
- Modeling the effects of spatio-temporal flexibility in activity scheduling, Laetitia Bettex (SGC), January 15, 2010
- Un modèle préliminaire d'UrbanSim pour Lausanne, Sarah Droz (SGC), January 15, 2010
- Modeling the link between transport and land-use with UrbanSim, Peter Goodings (SGC), January 15, 2010
- Estimation of household location choice models , Antonin Danalet (SMA), January 12, 2009